Do I need a Neobi customer account?

No. The open market tier is public and does not require a Neobi customer account.

Can an agent change data through this endpoint?

No. The Open MCP Preview is read-only.

Is observed distribution the same as sales market share?

No. Distribution describes observed menu or shelf presence. It must not be interpreted as complete national point-of-sale sales or sales market share.

What agents can connect?

Compatible clients that support remote MCP connections can use the endpoint. Exact setup steps depend on the client.

Is the Open MCP Preview production-grade?

No. It currently runs on dev-tier infrastructure with no SLA. Results are capped and cached, response times vary, and data freshness is not guaranteed.

Neobi Open · Cannabis market intelligence

Ask the Market Directly.

Give compatible AI agents a direct path to observed Canadian retail data. Ask about products, stores, brands, pricing, assortment, and distribution with evidence attached.

Connect via MCP API Reference

▣

Open. Standard. Interoperable.Public MCP access for compatible clients.

◎

Documented tool contract.Parameters, error codes and examples for every tool. No key required.

◇

Trusted and normalized.Lineage and freshness travel with the answer.

Open market connection

Verified Sep 2

Ask the market

“Find Pink Kush products in Alberta.”

Without a connected data layerWhere do I look?

Search, tabs, exports, filters, and guesswork.

With Neobi Open

Agent requestsearch_products

Response shaped for the questionMatching products, observed retailers, and pricing context

Source scopeAs-of contextCaveats

Interactive concept · sample responses

9 read-only tools No credentials

Built for MCP-capable agents

Bring the Agent You Already Use

Compatible clients can discover Neobi tools and query the open market-data layer without a separate Neobi interface.

Claude

OpenAI

DeepSeek

GitHub Copilot

Examples of agent ecosystems. MCP connection and tool support vary by client, plan, and configuration. Trademarks belong to their respective owners.

Connect via MCP

Add this public endpoint to a compatible MCP client. The open market tier requires no Neobi customer account or API key and is read-only. This is a dev-tier preview with no SLA; response time and data freshness are not guaranteed.

Public endpointPreview · No SLA

https://neobi-apim-cc.azure-api.net/open

How it works

Neobi Provides the Data. Your Agent Is the Interface.

InterfaceCompatible AI agents

ProtocolMCP

Data and toolsNeobi Cannabis Market Data

What you can ask

Start With a Real Market Question

What are the 10 most widely distributed pre-roll brands in Alberta?

Which Alberta stores carry Spinach?

Find Pink Kush products in Alberta.

What is the observed retail price and distribution of this product?

Verified live · September 2, 2026

Connected With the Official MCP SDK

HandshakeNeobi Open Market v0.1.0-preview

Tool discovery9 tools enumerated

Live tool callAlberta store count returned

The compatibility check completed without credentials, and every tool response reports its own source lineage and sync timestamps. Freshness varies because the analytics sync is not yet covered by a published schedule or freshness SLA — trust the timestamps in the response, not this page.

Deployed tool contract

Nine Read-Only Market Tools

These are the exact tool names currently returned by tools/list. Every response includes lineage and caveats. Tool names and response shapes may change during the preview. Full parameter reference, client setup guides, and a connection check live in github.com/neobi-ai/neobi-mcp.

search_products

Resolve loose wording to catalogued product names before deeper lookups.

get_product_distribution

See how many observed retail menus carry a product.

get_product_pricing

Review observed average shelf price and lower-priced stores.

find_stores_carrying_brand

Find stores whose observed menus stock a brand.

get_store_assortment

Understand one store's observed category mix and price positioning.

get_brand_distribution_share

Measure a brand's share of observed shelf presence by province.

get_market_size

Return observed counts for stores, products, producers, brands and categories.

rank_by_distribution

Rank brands, products or categories by observed shelf presence.

analyze_brand_pod_share

Measure a brand's share of a province's available points of distribution.

What the data represents

Market Observation, Described Honestly

Public Neobi data describes observed products, stores, brands, menu or shelf presence, assortment, and retail pricing. Observed retail distribution is not sales market share, and this preview does not represent complete national point-of-sale sales data. Coverage and freshness can vary; lineage is included so agents can explain those limits with the answer.

Open MCP Preview

Do I need a Neobi customer account?: No. The open market tier is public and does not require a Neobi customer account.
Can an agent change data through this endpoint?: No. The Open MCP Preview is read-only.
Is observed distribution the same as sales market share?: No. Distribution describes observed menu or shelf presence. It must not be interpreted as complete national point-of-sale sales or sales market share.
What agents can connect?: Compatible clients that support remote MCP connections can use the endpoint. Exact setup steps depend on the client.
Is the Open MCP Preview production-grade?: No. It currently runs on dev-tier infrastructure with no SLA. Results are capped and cached, response times vary, and data freshness is not guaranteed.